Real-Time Analytics Power the Roadway of the Future

Packing My Bags For Prague and Dimension Data #Perspectives2015

By G C Network | May 15, 2015

Prague is a beautiful city!  My last time was in June 2010 when Jeremy Geelan invited me to speak at CloudExpo Europe (see my blog post and video from that…

SAP/HANA Does Big Data for National Security

By G C Network | May 13, 2015

Carmen Krueger, SAP NS2 SVP & GM While SAP is globally renowned as a provider of enterprise management software, the name is hardly ever associated with the spooky world of…

Be future ready: Selling to millennials and a marketplace of one

By G C Network | May 12, 2015

There is almost a deafening discussion going on about the self-centeredness of today’s young adults. Weather you call them Generation Y, millennials or twenty-somethings, the general refrain seems to be…

Surviving an Environment of IT Change

By G C Network | May 8, 2015

  “The Federal government today is in the midst of a revolution. The revolution is challenging the norms of government by introducing new ways of serving the people. New models…

OmniTI and GovCloud Join Forces to Provide Cloud-based Services

By G C Network | May 5, 2015

FULTON, Md.–(BUSINESS WIRE)–OmniTI, a leading provider of web infrastructures and applications for companies that require scalable, high-performance, mission critical solutions, today announced that it has partnered with GovCloud Network, LLC…

Cloud microservices make their play

By G C Network | April 29, 2015

 by Kevin L. Jackson Cloud computing seems destined to be the way enterprises will use information technology. The drastic cost reductions and impressive operational improvements make the transition an unstoppable trend.…

Tweeps Are People Too!!

By G C Network | April 25, 2015

I woke up this morning to the devastating news about the earthquake in Nepal. Sitting here in California  that destruction is literally on the other side of the world but…

The CISO role in cybersecurity: Solo or team sport?

By G C Network | April 14, 2015

The average length of time in the commercial sector between a network security breach and when the detection of that breach is more than 240 days, according to Gregory Touhill, deputy…

Setting standards for IoT can capitalize on future growth

By G C Network | March 30, 2015

by Melvin Greer Managing Director Greer Institute for Leadership and Innovation The adoption of Internet of Things (IoT) appears to be unquestioned. Advances in wearables and sensors are strategic to…

Women in tech: Meet the trailblazers of STEM equality

By G C Network | March 19, 2015

By Sandra K. Johnson CEO, SKJ Visioneering, LLC   Science, technology, engineering and mathematics (STEM) professionals are drivers of innovation,creativity and invention. STEM disciplines are significant drivers of economies worldwide,…

By Kevin L. Jackson

The complexities of citywide traffic are pushing the limits of existing transportation management systems. Outdated infrastructure is based on proprietary, single-purpose subsystems, making it costly to acquire, operate, and maintain. And current roadways are simply not prepared for the future of autonomous vehicles.

Enter the SPaT Challenge, an initiative encouraging cities and states to invest in new traffic management technologies to reduce roadway incidents, improve safety, and help manage autonomous vehicles. A means to this end requires that deployments use standard messaging and communications protocols.

Florida is one state that has stepped up to the challenge. Florida DOT and Orange County teamed with Cisco to develop a Pedestrian Collision Avoidance System, which supports the initiative requirements, and much more. Currently the system is successfully deployed at busy roadway intersections where vehicular congestion and pedestrian safety have been significant issues.

The system also updates digital roadway signage and provides weather condition warnings. Critical information can be sent to first responders if an incident does occur. The overall design reduces operational costs by incorporating advanced technologies into the existing roadway infrastructure. It also preserves compatibility with automated lights, gates, and other traditional roadside devices.

The Orange County SPaT deployment is based on the Cisco Roadway solution—designed to secure and connect intelligent transportation systems. It enables vehicles, roadways, travelers, and traffic management centers to all communicate with one another in real time. Cities and transportation agencies can simplify operations without having to replace existing infrastructure.

Roadside Real-Time Analytics

The heart of the Cisco solution is its Industrial Compute 3000, a high-performance edge computer deployed in the intersection traffic cabinet. Powered by Intel® processors and the Cisco Kinetic application platform, the system bridges the gap between legacy and modern traffic control devices (Figure 1).

Figure 1. Pedestrian safety is one example of the Cisco Roadway solution in action.

“The data we’re encompassing is everything from traffic lights, controller, weather, to connected vehicles,†said Mark Knellinger, Cisco Transportation Architect. “Think of it as fusing these things together into a new application. This integration helps our customers deliver the next generation of infrastructure-to-vehicle communications solutions.â€

A unique aspect of the solution is how it advertises object positions as fast as if they were physically connected devices. With the use of LiDAR (Light Detection and Ranging) and video, pedestrian movement is followed across the roadway intersection. A “personal safety message†is created and delivered 10 times a second for every pedestrian that is tracked.

This allows a vehicle to understand where pedestrians are without its sensors having to pick them up. If, for example, a vehicle is too far away from the intersection, or blocked by other vehicles, it still understands the position of those pedestrians.

“We’re delivering pedestrian protection by interfacing with traffic controllers and legacy devices like lights and signs,†said Knellinger. “We’re also delivering on the next generation of connectivity by giving autonomous vehicles data that they can’t get on their own.â€

But this real-time analytics can’t be done without high-performance computing at the edge. For example, LiDAR systems alone draw 300 megabytes per second, and if that data is not processed in the traffic cabinet, the system cannot respond in real time. In fact, Cisco meets the national criteria for safety applications, which require the time from detection to notification to happen in 20 milliseconds or less.

The Building Blocks of Real-Time Analytics

The Kinetic software can acquire, filter, and normalize data from hundreds of protocols and different interface types. It provides theability to run applications all the way at the edge, regardless of the sensors deployed (Figure 2).

Figure 2. Five components of real-time data processing.

A significant challenge for intelligent roadway systems is that almost every IoT sensor puts out information in a different format, leading to fractured data. The Kinetic software normalizes that data on acquisition, which means a customer’s model is enforced at the edge of the network.

“We can distribute one edge application like pedestrian detection by normalizing video analytics for the pedestrian location, or different LiDAR system types, regardless of vendor,†said  Knellinger. “And this is where Intel technology comes in—solving the unique requirements of high data velocity.â€

Another challenging data management function is the acquisition of millions of messages every second. Filtering policies allow for tailored data models that fit application needs. Knellinger cites one example: “About 80 percent of connected vehicle data received by a roadway infrastructure operator is duplicate packets. We deduplicate and filter those packets at the edge with our software.â€

The IoT of Connected Vehicles

The Connected Roadways solution goes well beyond addressing the challenges of pedestrian safety. It can help transportation organizations set the stage for a wide range of improvements—from reducing roadway congestion to improving air quality regulation compliance. And looking forward to even more advanced applications, it establishes a foundation for the arrival of connected, autonomous vehicles.

Originally published by insight.tech on February 18, 2020. https://www.insight.tech/content/real-time-analytics-power-the-roadway-of-the-future

Sponsored by Intel Corporation

Posted in

pwsadmin